Autonomous laboratories can now synthesize materials faster than experts can interpret the resulting diffraction data. A probabilistic framework combines refinement‐fit metrics with large language model‐derived chemical reasoning to rank competing phase interpretations and flag those unsuitable for autonomous use.
Olympia Dartsi +7 more
wiley +1 more source
Redesigning a Pediatric Resuscitation Course Using a Hybrid Model: A Program Evaluation. [PDF]
Katz-Dana H +3 more
europepmc +1 more source
A Generative Neuro‐Symbolic AI for Protein Sequence Design
We introduce EffieDes, a neuro‐symbolic framework coupling deep learning‐based fitness landscape parameterization with exact automated reasoning. Unlike greedy sampling, EffieDes identifies sequences that globally optimize fitness while satisfying intricate design constraints.
Marianne Defresne +12 more
wiley +1 more source
Artificial Intelligence in Orthopaedic Education Across the Career Continuum: Moving from Benchmark Performance to Continuing Professional Development. [PDF]
Abel H.
europepmc +1 more source
What are We Measuring in Anatomy Education? An Exploratory Mapping from Anatomical Learning to Clinical Competence. [PDF]
Alzate-Mejia OA +3 more
europepmc +1 more source
Transforming surgical ward rounds: constructivist pedagogy, structured models, and intelligent technologies. [PDF]
Zhong L +6 more
europepmc +1 more source
Effects of an Immersive 180° Video-Based Virtual Reality Instructional Module on Learning Satisfaction, Technology Acceptance, Motivation, and Quiz-Based Learning Achievement in Undergraduate Physical Therapy Students: Randomized Controlled Trial. [PDF]
Yoon H, Lee Y.
europepmc +1 more source
Learning preferences of undergraduate medical students in a tertiary care teaching institution: A cross-sectional study. [PDF]
Dev VG, Mishra AK, Mukherjee A.
europepmc +1 more source

